Identify Features of Generative AI Solutions AI-900 Practice Questions (Page 9)

Questions 41–45

1. 41expert · hard

   A multinational company is deploying a generative AI model to create employee performance review drafts. The model was trained on data from a single region. The company is concerned about cultural bias in the generated reviews. They have limited time and budget. What should they do first?

   • ADeploy the model and rely on human managers to correct biased reviews.
   • BRun a bias evaluation on the model's outputs across different cultural contexts before deployment.
   • CRetrain the model from scratch with a globally diverse dataset.
   • DUse a different generative model type, such as a VAE, to avoid bias.
   Reveal Solution Discussion Select an answer first
2. 42foundation · easy

   What does transparency in generative AI refer to?

   • AThe ability to see the source code of the model
   • BThe use of open-source software
   • CThe openness about how the model works and its limitations
   • DThe speed at which the model generates outputs
   Reveal Solution Discussion Select an answer first
4. 43application · medium

   An automotive company wants to use generative AI to simulate crash test scenarios for new vehicle designs. They need to reduce the number of physical crash tests while still ensuring safety. What is the most important factor to consider when using generative AI for this simulation?

   • AThe simulation results must be validated against physical test data to ensure accuracy.
   • BThe simulation should be run only once to save computational cost.
   • CThe generative model should be as complex as possible to capture all variables.
   • DThe generative model should be trained exclusively on computer-aided design (CAD) data.
   Reveal Solution Discussion Select an answer first
5. 44foundation · easy

   Which type of generative AI model is the foundation for many large language models like GPT (Generative Pre-trained Transformer)?

   • AGenerative Adversarial Network (GAN)
   • BConvolutional Neural Network (CNN)
   • CTransformer
   • DVariational Autoencoder (VAE)
   Reveal Solution Discussion Select an answer first
6. 45foundation · easy

   What does accountability in AI solutions mean?

   • AThere is a clear assignment of responsibility for the AI system's outcomes
   • BThe AI system must be auditable by third parties
   • CThe AI system must be able to explain its decisions in natural language
   • DThe AI system must be able to operate without human intervention
   Reveal Solution Discussion Select an answer first